| 2026 | ACL | Faithful Serum: Mitigating the Faithfulness Gap in Textual Explanations of LLM Decisions via Attribution Guidance. | Bar Alon, Itamar Zimerman, Lior Wolf |
| 2026 | ACL | TensorLens: End-to-End Transformer Analysis via High-Order Attention Tensors. | Ido Andrew Atad, Itamar Zimerman, Shahar Katz, Lior Wolf |
| 2025 | ACL | The Hidden Attention of Mamba Models. | Ameen Ali, Itamar Zimerman, Lior Wolf |
| 2025 | CANS | Enhancing Cold Boot Attacks with Probabilistic-Guided SAT-Solvers. | Daniel Berend, Amit Cohen, Shahar Golan, Boris Tsirkin, Yochai Twitto, Itamar Zimerman |
| 2025 | ICLR | DeciMamba: Exploring the Length Extrapolation Potential of Mamba. | Assaf Ben-Kish, Itamar Zimerman, Shady Abu-Hussein, Nadav Cohen, Amir Globerson, Lior Wolf, Raja Giryes |
| 2025 | ICLR | Explaining Modern Gated-Linear RNNs via a Unified Implicit Attention Formulation. | Itamar Zimerman, Ameen Ali, Lior Wolf |
| 2025 | IJCNLP | Efficient Decoding Methods for Language Models on Encrypted Data. | Matan Avitan, Moran Baruch, Nir Drucker, Itamar Zimerman, Yoav Goldberg |
| 2025 | IJCNLP | Differential Mamba. | Nadav Schneider, Itamar Zimerman, Eliya Nachmani |
| 2024 | AISTATS | Multi-Dimensional Hyena for Spatial Inductive Bias. | Itamar Zimerman, Lior Wolf |
| 2024 | ICLR | A 2-Dimensional State Space Layer for Spatial Inductive Bias. | Ethan Baron, Itamar Zimerman, Lior Wolf |
| 2024 | ICML | Converting Transformers to Polynomial Form for Secure Inference Over Homomorphic Encryption. | Itamar Zimerman, Moran Baruch, Nir Drucker, Gilad Ezov, Omri Soceanu, Lior Wolf |
| 2024 | ICML | Viewing Transformers Through the Lens of Long Convolutions Layers. | Itamar Zimerman, Lior Wolf |
| 2023 | EMNLP | Focus Your Attention (with Adaptive IIR Filters). | Shahar Lutati, Itamar Zimerman, Lior Wolf |
| 2023 | ICLR | Decision S4: Efficient Sequence-Based RL via State Spaces Layers. | Shmuel Bar-David, Itamar Zimerman, Eliya Nachmani, Lior Wolf |
| 2021 | ICML | Recovering AES Keys with a Deep Cold Boot Attack. | Itamar Zimerman, Eliya Nachmani, Lior Wolf |